Evaluation of Quranic text retrieval system based on manually indexed topics
This paper investigates the effectiveness of a state of the art information retrieval (IR) system in the verse retrieval problem for Quranic text. The evaluation is based on manually indexed topics of the Quran that provides both the queries and the relevance judgments. Furthermore, the system is ev...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2011
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| Online Access: | http://psasir.upm.edu.my/id/eprint/48235/ http://psasir.upm.edu.my/id/eprint/48235/1/Evaluation%20of%20Quranic%20text%20retrieval%20system%20based%20on%20manually%20indexed%20topics.pdf |
| _version_ | 1848851026965168128 |
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| author | Sultan, Ammar Mohammed Azman, Azreen Abdul Kadir, Rabiah Abdullah, Muhamad Taufik |
| author_facet | Sultan, Ammar Mohammed Azman, Azreen Abdul Kadir, Rabiah Abdullah, Muhamad Taufik |
| author_sort | Sultan, Ammar Mohammed |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | This paper investigates the effectiveness of a state of the art information retrieval (IR) system in the verse retrieval problem for Quranic text. The evaluation is based on manually indexed topics of the Quran that provides both the queries and the relevance judgments. Furthermore, the system is evaluated in both Malay and English environment. The performance of the system is measured based on the MAP, the precision at 1, 5 and 10, and the MRR scores. The results of the evaluation are promising, showing the IR system has many potential for the Quranic text retrieval. |
| first_indexed | 2025-11-15T10:15:39Z |
| format | Conference or Workshop Item |
| id | upm-48235 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:15:39Z |
| publishDate | 2011 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-482352019-05-08T06:43:58Z http://psasir.upm.edu.my/id/eprint/48235/ Evaluation of Quranic text retrieval system based on manually indexed topics Sultan, Ammar Mohammed Azman, Azreen Abdul Kadir, Rabiah Abdullah, Muhamad Taufik This paper investigates the effectiveness of a state of the art information retrieval (IR) system in the verse retrieval problem for Quranic text. The evaluation is based on manually indexed topics of the Quran that provides both the queries and the relevance judgments. Furthermore, the system is evaluated in both Malay and English environment. The performance of the system is measured based on the MAP, the precision at 1, 5 and 10, and the MRR scores. The results of the evaluation are promising, showing the IR system has many potential for the Quranic text retrieval. IEEE 2011 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/48235/1/Evaluation%20of%20Quranic%20text%20retrieval%20system%20based%20on%20manually%20indexed%20topics.pdf Sultan, Ammar Mohammed and Azman, Azreen and Abdul Kadir, Rabiah and Abdullah, Muhamad Taufik (2011) Evaluation of Quranic text retrieval system based on manually indexed topics. In: 2011 International Conference on Semantic Technology and Information Retrieval (STAIR'11), 28-29 June 2011, Putrajaya, Malaysia. (pp. 156-161). 10.1109/STAIR.2011.5995781 |
| spellingShingle | Sultan, Ammar Mohammed Azman, Azreen Abdul Kadir, Rabiah Abdullah, Muhamad Taufik Evaluation of Quranic text retrieval system based on manually indexed topics |
| title | Evaluation of Quranic text retrieval system based on manually indexed topics |
| title_full | Evaluation of Quranic text retrieval system based on manually indexed topics |
| title_fullStr | Evaluation of Quranic text retrieval system based on manually indexed topics |
| title_full_unstemmed | Evaluation of Quranic text retrieval system based on manually indexed topics |
| title_short | Evaluation of Quranic text retrieval system based on manually indexed topics |
| title_sort | evaluation of quranic text retrieval system based on manually indexed topics |
| url | http://psasir.upm.edu.my/id/eprint/48235/ http://psasir.upm.edu.my/id/eprint/48235/ http://psasir.upm.edu.my/id/eprint/48235/1/Evaluation%20of%20Quranic%20text%20retrieval%20system%20based%20on%20manually%20indexed%20topics.pdf |